Some Advances in Bayesian Nonparametric Modeling: Nested Dirichlet process and nonparametric regression - Brossura

Rodriguez, Abel

 
9783838300122: Some Advances in Bayesian Nonparametric Modeling: Nested Dirichlet process and nonparametric regression
Brossura
ISBN 10: 3838300122 ISBN 13: 9783838300122
Casa editrice: LAP LAMBERT Academic Publishing, 2010

Sinossi

Bayesian nonparametric and semiparametric mixture models have become extremely popular in the last 10 years because they provide flexibility and interpretability while preserving computational simplicity. This book is a contribution to this growing literature, discussing the design of models for collections of distributions and their application to density estimation and nonparametric regression. All methods introduced in this book are discussed in the context of complex scientific applications in public health, epidemiology and finance.

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L'autore

Abel Rodriguez was born in Caracas, Venezuela, on July 16, 1975. After graduating with B.S. degrees in Engineering and Law, he completed a M.S. in Statistics in 2000. In 2003 he returned to academia to pursue a Ph.D. in Statistics at Duke University. He is currently Assistant Professor at the University of California, Santa Cruz.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2010
Lingua
Inglese
ISBN 10 
3838300122
ISBN 13 
9783838300122
Rilegatura
Copertina flessibile
Numero di pagine
168
Contatto del produttore
non disponibile
Persona responsabile
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